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PythonDataStructuresAlgorithms

I will document some of my DataStructures taken notes here, Stay Tuned...

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checkout the DSA MindMaps i just added :)

Mind map 1 image

Mind map 2 image

Trees

  • trees are used to store information.
  • tree is usually upside down.
  • each circle is called a node or a vertex.
  • link between 2 nodes is an edge.

image

  • from the above tree, we deduce the following. . .
  • the edge is the distance (connection) between 2 nodes, node 5 has no edge with node 4
  • Tree with n nodes has n - 1 edges
  • the tree has 4 levels, levels (0,1,2,3)
  • Node(1) has 2 children: 2 and 3
  • The parent of Node(7) is node(2)
  • Nodes {5, 9} are siblings (brothers)
  • height (specific to each node) represents the number of edges on the longest downward path between a node(vertex) and a leaf.
  • Tree of N levels has N-1 heights, since that the tree above has 4 levels, then the height is 4-1 = 3 edges
  • the height of the node 1 (root) is 3 (start from the root to the longest path downward to the farest leaf)
  • node 7 has a height = 0
  • Node's Depth : the number of edges from the node to the root node. Difference between Depth and Height
    • depth is specific about 2 nodes (root node and the current node only)
    • height is going down from the node to the leaves. (height is about my current node and any other node (leaf) i can reach - longest path)
  • there is only 1 path between any 2 nodes. (you are now at the root node and you wanted to go to the node 4, then there is only 1 way (simple tree)
  • in a tree where every node has only 1 single parent, then there is only 1 path from a node to another.

Sub Trees

  • recursive nature where each tree has a subtree and each subtree has another subtree.
  • Problem solving tip: we deduce that when we want to get the elements of a tree, we will do this recursively.

Binary Trees

  • a tree where each node at least has at most 2 children (left and right nodes).
  • a leaf node is a node with no children.

this is a simple tree (a node has many children) image

this is a binary tree (each node has at most 2 children) image

-- A linked List is a special case of a binary tree.


⚠️ Heads Up!

This ReadMe is under constant updates.

Stay tuned for new notes as I progress. . . 📚💡


Acknowledgments

Thanks to Dr.Moustafa Saad, Nidal Fikri